Alternatives

GPTSwarm alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

GPTSwarm

🐝 The First Self-Improving agents with RL / Prompting Optimization

91
Quality
89
Trust
1.0K
Stars
#1

Deer Flow

Similarity 134Trust 98Excellent 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

71K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add bytedance/deer-flow
#2

Adk Python

Similarity 134Trust 98Excellent 100

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

20K starsJun 13, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add google/adk-python
#3

Agent Framework

Similarity 133Trust 98Excellent 100

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

11K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add microsoft/agent-framework
#4

MiroFish Offline

Similarity 129Trust 93Excellent 99

Offline multi-agent simulation & prediction engine. English fork of MiroFish with Neo4j + Ollama local stack.

2.3K starsMar 24, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add nikmcfly/MiroFish-Offline
#5

Ir Sim

Similarity 128Trust 94Excellent 100

A Python-based lightweight robot simulator designed for navigation, control, and learning

1.1K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add hanruihua/ir-sim
#6

AI Doc Gen

Similarity 127Trust 83Promising 68

AI-powered multi-agent system that automatically analyzes codebases and generates comprehensive documentation. Features GitLab integration, concurrent processing, and multiple LLM support for better code understanding and developer onboarding.

727 starsNov 24, 2025 pushagent-frameworksPythonMulti-Agent
$ npx skills add divar-ir/ai-doc-gen
#7

PraisonAI

Similarity 124Trust 97Excellent 100

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.

8.1K starsJun 14, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add MervinPraison/PraisonAI
#8

AgentUniverse

Similarity 123Trust 94Excellent 99

agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.

2.3K starsApr 24, 2026 pushagent-frameworksPythonLLM
$ npx skills add agentuniverse-ai/agentUniverse
#9

Adk Java

Similarity 123Trust 96Excellent 100

An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

1.6K starsJun 17, 2026 pushagent-frameworksJavaMulti-Agent
$ npx skills add google/adk-java
#10

Golutra

Similarity 123Trust 87Excellent 100

Multi-agent AI orchestration platform for automation, workflows, and developer tools. Golutra transforms Codex, Claude Code, and OpenClaw into a unified agent system with parallel execution, task orchestration, long-running workflows, and AI productivity workspace.

3.7K starsMay 31, 2026 pushagent-frameworksRustMulti-Agent
$ npx skills add golutra/golutra
#11

Virtualhome

Similarity 122Trust 84Excellent 85

API to run VirtualHome, a Multi-Agent Household Simulator

618 starsMay 20, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add xavierpuigf/virtualhome
#12

MAgent

Similarity 121Trust 82Strong 73

A Platform for Many-Agent Reinforcement Learning

1.8K starsOct 22, 2022 pushagent-frameworksPythonMulti-Agent
$ npx skills add geek-ai/MAgent
#13

Code2Video

Similarity 121Trust 93Excellent 100

[ICML 2026] Video generation via code

1.8K starsMay 31, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add showlab/Code2Video
#14

Concordia

Similarity 119Trust 90Excellent 97

A library for generative social simulation

1.5K starsJun 10, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add google-deepmind/concordia
#15

MassGen

Similarity 118Trust 87Excellent 97

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

1.1K starsJun 12, 2026 pushagent-frameworksPythonMulti-Agent
$ npx skills add massgen/MassGen
#16

Agentops

Similarity 117Trust 96Excellent 100

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

5.6K starsMar 19, 2026 pushagent-frameworksPythonLLM
$ npx skills add AgentOps-AI/agentops

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep GPTSwarm if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.